2022
DOI: 10.1007/s40808-022-01455-x
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Evaluating the dynamics of hydroclimate and streamflow for data-scarce areas using MIKE11-NAM model in Bilate river basin, Ethiopia

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Cited by 15 publications
(10 citation statements)
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“…Upper Bilate River watershed is found in the southern nation, nationality and people's regional state. A section of the Hadiya, Gurage, Silte, Kembata-Tembaro, and Halaba zones are covered by the aforementioned river watershed [ 2 , 17 , 28 ] ( Fig. 1 c).…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Upper Bilate River watershed is found in the southern nation, nationality and people's regional state. A section of the Hadiya, Gurage, Silte, Kembata-Tembaro, and Halaba zones are covered by the aforementioned river watershed [ 2 , 17 , 28 ] ( Fig. 1 c).…”
Section: Methodsmentioning
confidence: 99%
“…To evaluate the data quality of parameters, there are several methods that can be employed by different scholars for stance RMSE methods [ 18 , 47 , 48 ], NSE approaches [ 28 , 47 , 49 ], coefficient of determination (R 2 ) [ 34 , 50 , 51 ] and Machine learning approaches (ML) [ 52 , 53 ]. To guarantee data quality and eliminate uncertainty, the collected data underwent a comprehensive process.…”
Section: Methodsmentioning
confidence: 99%
“…The basin is divided into three geomorphologic zones: rift, escarpment, and highland (Haji et al, 2018). Due to diverse topographical features ranging from 1116 m in the lower reach of the base to 3355 m above mean sea level in the northern Gurage highlands (Figure 1), the mean annual rainfall varies substantially (Ayele et al, 2022;Edamo et al, 2022;Ukumo et al, 2022;Nannawo et al, 2022). The basin is divided into three sub-basins in terms of rainfall distribution, with yearly rainfall of high, moderate and low.…”
Section: Study Area Descriptionsmentioning
confidence: 99%
“…Data discontinuity in many operational gauges imposed a huge challenge in making useful river discharge analysis and modeling. In addition, the dataset itself has a problem of short time duration [26,27] and limited spatial coverage and availability [28]. As a result, recent data collection is relying on individual research project activities [29,30].…”
Section: Introductionmentioning
confidence: 99%